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From Prasad Tadepalli
5 playsEarth Embeddings: Harnessing the Information in Earth Observation Data with Machine Learning -
From Prasad Tadepalli
8 playsA Randomized and Provably Easy Construction of High Accuracy Binary/Quantized Neural Networks -
From Prasad Tadepalli
4 playsCreating Durable Value with Generative AI in Silicon Engineering -
From Prasad Tadepalli
4 playsOn the Specification and Governance of AI Systems -
From Prasad Tadepalli
8 playsWhen Can You Pretend Data Are I.I.D. (Even If They Aren't) & What To Do When You Can't -
From Prasad Tadepalli
5 playsToward Bridging the Multi-lingual Divide in Language Technologies -
From Prasad Tadepalli
22 playsAccelerating Large-Scale Scientific Applications Using Machine Learning-Based Surrogates -
From Prasad Tadepalli
4 playsEfficiently Adapting Large Language Models for Safety, Multilinguality and Long Context -
From Prasad Tadepalli
4 playsFrom Sparse to Dense, and Back to Sparse Again? -
From Prasad Tadepalli
30 playsNew Frontiers of Deep Learning for Large-Scale Spatio-Temporal Data -
From Prasad Tadepalli
3 playsThe Manchurian Classifier: Invisible Triggers and Vulnerabilities in Text Models -
From Prasad Tadepalli
6 playsHuman-Robot Collaboration for Everyday Household Tasks -
From Prasad Tadepalli
8 playsOccam Gradient Descent -
From Prasad Tadepalli
7 playsTowards Intrinsically Explainable Clustering Algorithms -
From Prasad Tadepalli
15 playsRobust ML with Foundation Models
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